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uci-bank

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train · 4.52k rows

age int64 19 87	job stringclasses 12 values	marital stringclasses 3 values	education stringclasses 4 values	default stringclasses 2 values	balance int64 -3,313 71.2k	housing stringclasses 2 values	loan stringclasses 2 values	contact stringclasses 3 values	day int64 1 31	month stringclasses 12 values	duration int64 4 3.03k	campaign int64 1 50	pdays int64 -1 871	previous int64 0 25	poutcome stringclasses 4 values	y class label 2 classes
59	retired	divorced	secondary	no	5,845	no	no	cellular	14	may	1,060	2	-1	0	unknown	1yes
30	management	single	tertiary	no	329	yes	no	unknown	6	jun	122	16	-1	0	unknown	0no
46	blue-collar	married	secondary	no	494	yes	no	unknown	26	may	724	1	-1	0	unknown	0no
42	management	married	unknown	no	1,519	no	no	cellular	19	oct	230	1	92	1	success	1yes
37	entrepreneur	married	tertiary	no	2,685	no	no	unknown	20	jun	187	2	-1	0	unknown	0no
44	blue-collar	married	primary	no	-14	yes	yes	unknown	19	may	179	4	-1	0	unknown	0no
49	services	married	secondary	no	5,673	no	yes	cellular	4	aug	357	3	-1	0	unknown	0no
41	blue-collar	married	secondary	no	1,459	no	no	unknown	5	jun	82	1	-1	0	unknown	0no
48	technician	married	tertiary	no	0	no	no	telephone	26	aug	176	15	-1	0	unknown	0no
31	management	married	secondary	no	625	yes	no	cellular	7	apr	424	1	138	1	failure	0no
37	student	married	unknown	no	0	no	no	unknown	18	jun	115	1	-1	0	unknown	0no
51	services	married	secondary	no	867	yes	no	cellular	3	feb	177	2	211	3	failure	0no
80	retired	married	secondary	no	8,304	no	no	telephone	9	jun	712	1	64	12	failure	1yes
32	management	single	tertiary	no	151	yes	no	unknown	6	may	118	1	-1	0	unknown	0no
48	services	married	primary	yes	-583	yes	no	unknown	2	jun	25	7	-1	0	unknown	0no
49	blue-collar	married	tertiary	no	1,784	no	no	unknown	12	jun	753	1	-1	0	unknown	0no
30	management	married	tertiary	no	3,134	yes	no	cellular	17	jul	124	1	-1	0	unknown	0no
27	self-employed	single	secondary	no	49	yes	no	cellular	30	jan	208	2	-1	0	unknown	0no
34	technician	married	secondary	no	-346	no	no	cellular	13	aug	136	4	-1	0	unknown	0no
49	management	married	secondary	no	1,623	yes	no	cellular	19	nov	1,081	2	-1	0	unknown	1yes
48	management	married	tertiary	no	60	no	no	telephone	7	may	376	2	339	7	failure	0no
40	services	married	secondary	no	17	no	no	cellular	4	jun	78	1	-1	0	unknown	0no
38	blue-collar	married	secondary	no	2,008	yes	no	cellular	18	nov	354	1	-1	0	unknown	0no
46	blue-collar	married	primary	no	91	yes	no	cellular	6	may	29	1	356	2	failure	0no
41	entrepreneur	married	tertiary	no	171	yes	no	cellular	19	nov	209	1	191	4	failure	0no
28	management	single	tertiary	no	1,027	yes	no	cellular	14	may	433	1	-1	0	unknown	0no
51	services	married	unknown	no	5,801	yes	no	unknown	29	may	147	2	-1	0	unknown	0no
33	blue-collar	divorced	primary	no	142	yes	no	telephone	11	may	41	2	300	5	failure	0no
26	management	single	tertiary	no	205	no	no	unknown	26	may	111	1	-1	0	unknown	0no
34	admin.	single	secondary	no	852	no	no	cellular	14	apr	108	2	-1	0	unknown	0no
27	blue-collar	married	secondary	yes	-584	yes	no	cellular	7	may	411	2	-1	0	unknown	0no
42	self-employed	married	secondary	no	97	no	no	cellular	10	jul	108	2	-1	0	unknown	0no
45	admin.	married	secondary	no	204	yes	no	cellular	3	jun	224	2	-1	0	unknown	1yes
31	technician	single	secondary	no	628	yes	no	unknown	12	may	1,083	2	-1	0	unknown	0no
32	management	single	tertiary	no	311	no	no	unknown	12	may	757	2	-1	0	unknown	1yes
39	blue-collar	married	primary	no	1,564	no	no	unknown	17	jun	57	1	-1	0	unknown	0no
26	blue-collar	single	secondary	no	856	yes	yes	cellular	30	jul	95	5	-1	0	unknown	0no
40	management	single	tertiary	no	1,509	no	no	cellular	15	mar	144	2	124	1	failure	0no
52	services	married	secondary	no	-888	no	no	cellular	16	jul	135	1	-1	0	unknown	0no
40	technician	single	tertiary	no	226	no	no	cellular	15	jan	176	2	-1	0	unknown	0no
48	technician	married	secondary	no	127	no	yes	cellular	7	aug	524	5	-1	0	unknown	0no
31	services	married	secondary	no	413	yes	no	unknown	13	may	65	1	-1	0	unknown	0no
27	admin.	married	secondary	no	710	yes	yes	cellular	6	may	653	1	334	2	success	1yes
47	technician	married	secondary	no	1,233	yes	no	unknown	11	sep	91	1	100	2	other	1yes
28	management	single	secondary	no	171	no	no	cellular	10	mar	93	1	-1	0	unknown	1yes
40	management	divorced	tertiary	no	69	yes	no	cellular	6	may	503	2	280	2	failure	0no
34	admin.	married	secondary	no	1,499	yes	no	cellular	13	apr	186	1	327	2	failure	0no
29	self-employed	married	tertiary	no	751	yes	no	unknown	23	may	121	2	-1	0	unknown	0no
36	management	married	tertiary	no	61	no	yes	cellular	19	aug	452	2	-1	0	unknown	0no
83	retired	married	primary	no	425	no	no	telephone	22	jun	883	1	140	1	failure	1yes
55	services	divorced	primary	no	2,923	yes	no	unknown	15	may	104	2	-1	0	unknown	0no
43	management	divorced	tertiary	no	99	no	no	cellular	29	jan	24	3	-1	0	unknown	0no
23	student	single	secondary	no	1,021	no	no	telephone	19	jun	79	9	-1	0	unknown	0no
44	technician	married	tertiary	no	1,146	no	no	cellular	4	jul	178	2	-1	0	unknown	0no
58	blue-collar	married	primary	no	781	yes	no	cellular	15	may	74	2	-1	0	unknown	0no
29	admin.	single	secondary	no	1,448	no	no	cellular	10	mar	217	1	184	7	other	0no
30	management	single	tertiary	no	604	no	yes	cellular	2	feb	475	1	-1	0	unknown	0no
29	admin.	single	secondary	no	-194	yes	no	cellular	7	may	127	1	-1	0	unknown	0no
41	technician	married	secondary	no	0	no	no	cellular	11	mar	101	1	-1	0	unknown	0no
35	housemaid	married	primary	no	0	yes	no	cellular	14	jul	340	3	-1	0	unknown	0no
31	technician	single	secondary	no	1,014	yes	no	cellular	23	jul	158	4	-1	0	unknown	0no
27	admin.	single	tertiary	no	73	no	no	cellular	29	jan	242	1	-1	0	unknown	0no
47	services	married	secondary	no	2,597	yes	no	unknown	16	may	323	1	-1	0	unknown	0no
53	self-employed	married	tertiary	no	2,627	yes	yes	unknown	16	jun	18	30	-1	0	unknown	0no
34	management	married	tertiary	no	1,906	yes	no	cellular	14	jul	68	3	-1	0	unknown	0no
34	blue-collar	married	primary	no	-319	yes	yes	cellular	9	jul	134	4	-1	0	unknown	0no
36	management	married	tertiary	no	-296	yes	no	cellular	14	may	113	3	-1	0	unknown	0no
40	technician	married	secondary	no	169	yes	no	cellular	18	aug	43	4	-1	0	unknown	0no
37	self-employed	single	tertiary	no	556	no	no	unknown	17	jun	200	2	-1	0	unknown	0no
65	retired	divorced	unknown	no	300	no	no	cellular	2	aug	245	2	-1	0	unknown	0no
53	technician	divorced	secondary	no	751	yes	no	unknown	16	may	343	4	-1	0	unknown	0no
28	technician	single	secondary	no	126	no	no	cellular	3	mar	229	1	-1	0	unknown	0no
33	technician	divorced	tertiary	no	-386	yes	no	unknown	23	may	530	1	-1	0	unknown	0no
56	blue-collar	married	primary	no	379	no	no	cellular	13	aug	58	5	-1	0	unknown	0no
45	self-employed	married	secondary	no	706	no	no	cellular	30	apr	78	2	176	1	success	0no
39	technician	married	secondary	no	9,121	no	no	unknown	5	jun	147	1	-1	0	unknown	0no
28	management	single	tertiary	no	1,466	yes	no	cellular	25	jul	40	1	-1	0	unknown	0no
36	blue-collar	married	primary	no	0	yes	no	cellular	18	nov	618	2	-1	0	unknown	0no
41	blue-collar	married	primary	no	951	yes	no	cellular	20	apr	23	4	-1	0	unknown	0no
46	admin.	married	secondary	no	368	no	no	cellular	20	aug	293	1	90	4	other	1yes
41	blue-collar	married	secondary	no	121	yes	no	cellular	13	may	16	6	176	5	other	0no
59	services	married	secondary	no	204	no	no	cellular	23	jul	286	2	-1	0	unknown	0no
24	admin.	married	secondary	no	299	yes	no	cellular	6	may	209	1	321	1	failure	0no
34	management	married	tertiary	no	4,170	yes	no	unknown	21	may	935	1	-1	0	unknown	0no
40	blue-collar	married	primary	no	-335	yes	no	unknown	27	may	260	1	-1	0	unknown	0no
42	admin.	married	secondary	no	3,165	yes	no	unknown	16	jun	298	4	-1	0	unknown	0no
50	services	married	secondary	no	254	yes	no	cellular	15	apr	397	2	337	1	failure	0no
25	management	single	tertiary	no	553	yes	no	cellular	17	sep	113	4	479	1	failure	0no
51	services	divorced	secondary	no	518	yes	no	telephone	17	nov	76	1	-1	0	unknown	0no
50	management	married	tertiary	no	85	no	yes	cellular	1	jun	141	1	-1	0	unknown	0no
37	blue-collar	married	unknown	no	603	yes	no	unknown	23	may	773	2	-1	0	unknown	0no
21	services	single	secondary	no	361	no	no	telephone	5	jun	329	1	95	1	other	0no
52	blue-collar	married	secondary	no	-98	yes	no	unknown	7	may	423	1	-1	0	unknown	0no
55	retired	married	primary	no	4,424	no	no	cellular	5	aug	67	4	-1	0	unknown	0no
26	technician	single	secondary	no	2,610	yes	yes	unknown	2	jun	626	1	-1	0	unknown	0no
38	technician	married	tertiary	no	3,234	no	no	cellular	18	nov	578	2	-1	0	unknown	1yes
32	blue-collar	married	secondary	no	687	yes	no	unknown	9	may	61	1	-1	0	unknown	0no
31	blue-collar	married	secondary	no	631	yes	no	unknown	23	may	248	4	-1	0	unknown	0no
34	technician	single	secondary	no	341	no	yes	cellular	29	jan	136	1	262	3	failure	0no
33	technician	single	tertiary	no	316	no	no	cellular	21	aug	126	3	-1	0	unknown	0no